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Automation Risk Analysis

Will “Field Service Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #98 of 702. Estimated risk: 2.5%

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AI Exposure Risk

59%

“Field Service Engineer” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 59% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

37%

“Field Service Engineer” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 37% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Electronics Engineers, Except Computer, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research, design, develop, or test electronic components and systems for commercial, industrial, military, or scientific use employing knowledge of electronic theory and materials properties. Design electronic circuits and components for use in fields such as telecommunications, aerospace guidance and propulsion control, acoustics, or instruments and controls.

Avg. Annual Salary $132,500
Avg. Hourly Wage $63.70
Available Jobs (US) 93,940
Job Title & Hierarchy Code (SOC) Electronics Engineers, Except Computer #17-2072
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Electronics Engineers, Except Computer”

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Core Skills & Abilities

  • Operate computer-assisted engineering or design software or equipment to perform electronics engineering tasks.

  • Prepare, review, or maintain maintenance schedules, design documentation, or operational reports or charts.

  • Plan or develop applications or modifications for electronic properties used in components, products, or systems to improve technical performance.

  • Provide technical support or instruction to staff or customers regarding electronics equipment standards.

  • Prepare engineering sketches or specifications for construction, relocation, or installation of equipment, facilities, products, or systems.

  • Analyze electronics system requirements, capacity, cost, or customer needs to determine project feasibility.

  • Prepare necessary criteria, procedures, reports, or plans for successful conduct of the project with consideration given to site preparation, facility validation, installation, quality assurance, or testing.

  • Investigate green consumer electronics applications for consumer electronic devices, power saving devices for computers or televisions, or energy efficient power chargers.

  • Prepare budget or cost estimates for equipment, construction, or installation projects or control expenditures.

  • Evaluate project work to ensure effectiveness, technical adequacy, or compatibility in the resolution of complex electronics engineering problems.

  • Research or develop new green electronics technologies, such as lighting, optical data storage devices, or energy efficient televisions.

  • Recommend repair or design modifications of electronics components or systems, based on factors such as environment, service, cost, or system capabilities.

  • Confer with engineers, customers, vendors, or others to discuss existing or potential electronics engineering projects or products.

  • Prepare documentation containing information such as confidential descriptions or specifications of proprietary hardware or software, product development or introduction schedules, product costs, or information about product performance weaknesses.

  • Represent employer at conferences, meetings, boards, panels, committees, or working groups to present, explain, or defend findings or recommendations, negotiate compromises or agreements, or exchange information.

  • Direct or coordinate activities concerned with manufacture, construction, installation, maintenance, operation, or modification of electronic equipment, products, or systems.

  • Determine project material or equipment needs.

  • Design electronic components, software, products, or systems for commercial, industrial, medical, military, or scientific applications.

  • Inspect electronic equipment, instruments, products, or systems to ensure conformance to specifications, safety standards, or applicable codes or regulations.

  • Develop or perform operational, maintenance, or testing procedures for electronic products, components, equipment, or systems.

Technologies & Software

  • Llama (Meta)
  • Xilinx Integrated Software Environment ISE
  • Three-dimensional 3D computer aided design CAD software
  • Two-dimensional 2D computer aided design CAD software
  • Claude (Anthropic)
  • Extensible markup language XML
  • Microsoft Office software
  • Dassault Systemes CATIA
  • The MathWorks MATLAB
  • Structured query language SQL
  • GitHub Copilot
  • Magellan Firmware
  • Perplexity AI
  • Graphics software
  • Autodesk AutoCAD
  • Grok (xAI)
  • Dassault Systemes SolidWorks
  • Mathsoft Mathcad
  • ChatGPT (OpenAI)
  • MathWorks Simulink
  • Hewlett-Packard HP OpenVMS
  • DeepSeek
  • Visual Numerics PV-WAVE
  • Field programmable gate array FPGA design software
  • Web browser software
  • Gemini (Google)
  • SystemVerilog
  • Oracle Database
  • Rabbit Semiconductor Dynamic C
  • Real time operating system RTOS software
  • C
  • Agile Product Lifecyle Management PLM
  • OrCAD Capture
  • Cadence PSpice
  • Trimble SketchUp Pro
  • Verilog
  • ESRI ArcGIS software
  • Apache Subversion SVN
  • Very high speed integrated circuit VHSIC hardware description language VHDL simulation software
  • Qwen (Alibaba)
  • Oracle Java
  • Nova (Amazon)
  • Microsoft Word
  • Autodesk AI
  • Microsoft Excel
  • Microsoft PowerPoint
  • Gemini Code Assist
  • Formula translation/translator FORTRAN
  • UNIX
  • Kimi (Moonshot AI)
  • C++
  • National Instruments LabVIEW
  • Synopsys Saber
  • Mentor Graphics PADS
  • Embarcadero Delphi
  • McCabe Software TRUEchange
  • Very high-speed integrated circuit VHSIC hardware description language VHDL
  • Mistral (Mistral AI)
  • Canu
  • Linux
  • Ansoft Simplorer
  • Python
  • Microsoft Visual C# .NET
  • ANSYS AI Simulation
  • Microsoft Visual Basic.NET
  • AutoCAD AI
  • Supervisory control and data acquisition SCADA software
  • IBM Lotus Notes
  • Personal computers
  • Multimeters
  • High-power pulsed lasers
  • Electronics probes
  • Desktop computers
  • Photometer
  • Communication bus analyzers
  • Programmable logic controllers PLC
  • Wattmeters
  • Microprocessors
  • Inductance capacitance resistance LCR meters
  • Logic analyzers
  • Electronics counters
  • Function generators
  • Wave meters
  • Oscilloscopes